Applied AI

The kind of AI work I’m most interested in building over the next decade sits at the intersection of research depth, systems discipline, and real-world usefulness. I’m interested in AI that does more…

The more time I spend building products, the more I appreciate how different it is to move from a prototype to something a real user might rely on. In research, it is often enough to show that an…

One thing I think gets underestimated in the current AI cycle is how much structured design still matters, even in systems that use large language models. I’ve seen that very directly in work on…

One thing building real AI systems has reinforced for me is that the model is usually only part of the story. A lot of attention in AI goes to model selection, prompting, or benchmark performance…